AG-UI is implemented only in TPipe-AgentCore. The host serves SSE and WebSocket events at the AgentCore runtime paths and maps the latest user message to a normal P2PRequest. Previous messages are request context; the agent’s internal converse history is not mutated behind its back.

Client-supplied tool definitions are informational until a developer supplies an explicit trusted executor.